Operations | Monitoring | ITSM | DevOps | Cloud

OpenTelemetry is a broader, vendor-neutral framework for generating and collecting telemetry data (logs, metrics, traces), offering flexible backend integration. Jaeger, on the other hand, is focused on distributed tracing in microservices. Earlier Jaeger had its own SDKs based on OpenTracing APIs for instrumenting applications, but now Jaeger recommends using OpenTelemetry instrumentation and SDKs. Warning The original Jaeger client SDKs (based on OpenTracing) are archived and no longer maintained.

Ever “pinged” a server and wondered what those milliseconds actually mean? If you’re a network admin or IT pro, you already use ping as a quick sniff test. But ICMP is more than a green checkmark or a scary timeout. In this article, we’ll define ICMP, walk through how echo requests and replies work, and show how to turn basic pings into useful network and ICMP monitoring.

During the 2025 National Day Rally, Singapore’s Prime Minister Lawrence Wong announced a renewed commitment to empower Singaporean workers with AI and transform the nature of jobs as Singapore takes steps to adopt AI in business processes. He referenced an AI-powered orthopantomogram (OPG) scanner that flags dental conditions when analyzing X-rays, reducing the time taken for assessment from 15–20 minutes to 15–20 seconds.

Just one bad patch can cause key systems to fail, disrupting your teams and, ultimately, your customer experience. While I was checking out at a supermarket self-service machine, the screen suddenly froze and then dreaded blue screen of death appeared. A nearby staff member quickly came over and, with a bit of a sigh, said it was the third time that day this happened. While I’ll never know for certain whether a patch was the only cause, businesses want to minimize these types of issues.

When DNS or domain name server resolution processes fail, or become sluggish, users can experience timeouts, connection errors, and degraded performance — often without clear indication of the root cause. This is where DNS checks in Grafana Cloud Synthetic Monitoring come in, allowing you proactively monitor domain name resolution, verify that domains resolve to the correct IP address, and even measure how quickly that resolution occurs.

The least exciting part of an operations or SRE role is often the manual, repetitive task of generating reports. It’s the Monday morning scramble to summarize weekly infrastructure health for the team, or the end-of-quarter push to build a capacity planning document. This is boilerplate work that pulls you away from critical engineering tasks. We believe that if a process is repeatable, it should be automated. That’s why we’re introducing Scheduled AI Investigations and Insights.

In today’s small and medium-sized UK businesses, most of the cybersecurity budget goes into protecting data and strengthening authentication. Those are important measures – the cost of a data breach is still enough to close your firm, after all. But they aren’t enough. Because in 2025, thanks to increased capabilities of DDoS attacks, you don’t have to lose your data to lose your business– you just have to lose access to it.

Discover how SCION is transforming internet routing, and how Anapaya and Megaport Virtual Edge are simplifying its adoption. Enterprise internet routing is anything but simple. With distributed endpoints, data security, and service reliability to consider, it doesn’t take long for network teams to feel overwhelmed with a complicated mess of workarounds and add-ons that become increasingly difficult to oversee and manage.

The software development landscape has fundamentally shifted. Teams are shipping more value faster than ever, leveraging AI to generate code at unprecedented speed. But with this velocity comes equally dramatic complexity — small teams now face challenges that once belonged only to large organizations, while large organizations grapple with codebases that strain human comprehension. This complexity isn’t a bug — it’s a productivity opportunity to embrace.

Node.js has become a cornerstone for modern application development because of its non-blocking and asynchronous architecture. According to Stack Overflow Developer Survey, Node.js remains among the most widely used technologies for web applications, powering millions of services globally. While this event-driven model provides scalability and efficiency, it also introduces challenges.